Nuclear power plant master control task processing method and device, electronic equipment and medium

Abstract

The invention relates to the technical field of nuclear power plant information processing, in particular to a nuclear power plant master control task processing method and device, electronic equipment and a medium. The nuclear power plant master control task processing method is applied to a master control task processing device, provided with a voice interaction assembly, of a nuclear power plant. Firstly, a task issuing instruction is obtained through a voice interaction component; extracting a master control task type and task description voice from the task issuing instruction; performing matching query in a pre-constructed nuclear power term information base according to the task description voice to obtain standard term description information; performing normal form conversion on the task description voice based on the standard term description information to obtain task normal form description information; and executing nuclear power master control operation matched with the nuclear power master control task according to the master control task type and the task normal form description information. In this way, the efficiency and safety of nuclear power plant master control task processing can be improved, and the workload of operators is relieved.

Description

Technical Field

[0001] The present application relates to the technical field of nuclear power plant information processing, and in particular to a method for processing a master control task of a nuclear power plant and its device, electronic equipment, and medium. Background Art

[0002] At present, the digital human-computer interaction interface of the main control room of a nuclear power plant mainly relies on traditional operating methods such as mouse, trackball, keyboard and touch screen for daily information retrieval and search.

[0003] The relevant technologies have problems such as low efficiency, complex operation, heavy workload and risk of human error in information retrieval and search, secondary confirmation of procedure operation and log entry. These problems not only affect the efficiency and safety of nuclear power plant operation, but also increase the workload of operators. Therefore, how to reduce the workload of operators while improving the efficiency and safety of nuclear power plant main control task processing has become an urgent problem to be solved in the industry. Summary of the invention

[0004] The present application aims to solve at least one of the technical problems existing in the prior art. To this end, the present application proposes a method and device for processing a master control task of a nuclear power plant, an electronic device, and a medium, which can reduce the workload of operators while improving the efficiency and safety of processing the master control tasks of a nuclear power plant.

[0005] According to the first aspect of the present application, a method for processing a master control task of a nuclear power plant is applied to a master control task processing device of a nuclear power plant, wherein the master control task processing device of the nuclear power plant is equipped with a voice interaction component, and the method comprises:

[0006] Obtaining a task issuing instruction through the voice interaction component; wherein the task issuing instruction is used to issue a nuclear power master control task;

[0007] Extracting the main control task type and task description voice from the task issuing instruction;

[0008] According to the task description speech, a matching query is performed in a pre-built nuclear power terminology information database to obtain standard term description information;

[0009] Performing paradigm transformation on the task description speech based on the standard term description information to obtain task paradigm description information;

[0010] According to the master control task type and the task paradigm description information, a nuclear power master control operation matching the nuclear power master control task is executed.

[0011] According to some embodiments of the present application, before performing a matching query in a pre-constructed nuclear power terminology information database according to the task description speech to obtain the standardized terminology description information, it also includes pre-constructing the nuclear power terminology information database, specifically including:

[0012] Acquire nuclear power standard terms corresponding to a plurality of nuclear power operation types, voice pattern information corresponding to each of the nuclear power standard terms, and term association information corresponding to each of the nuclear power standard terms;

[0013] According to the nuclear power operation type, the voice mode information and the term association information, the nuclear power term information library containing each of the nuclear power standard terms is constructed.

[0014] According to some embodiments of the present application, performing a matching query in a pre-built nuclear power terminology information database according to the task description speech to obtain standardized terminology description information includes:

[0015] Performing voice pattern comparison in the nuclear power terminology information base based on the task description voice to determine a plurality of nuclear power standard terms matching the task description voice;

[0016] The standard term description information is determined based on a plurality of the nuclear power standard terms that match the task description speech.

[0017] According to some embodiments of the present application, the performing paradigm conversion on the task description speech based on the standard term description information to obtain the task paradigm description information includes:

[0018] Screening the task description speech for non-standard terms to identify multiple non-standard description terms;

[0019] Based on the standard term description information, each of the non-standard description terms is replaced with a plurality of the nuclear power standard terms that match the task description voice to obtain the task paradigm description information.

[0020] According to some embodiments of the present application, extracting the master control task type and the task description voice from the task issuing instruction includes:

[0021] Extracting task type indication information from the task issuing instruction;

[0022] Determining the master control task type according to the task type indication information;

[0023] The task instruction is subjected to speech recognition based on a pre-trained speech recognition model to obtain the task description speech.

[0024] According to some embodiments of the present application, before performing speech recognition on the task instruction based on the pre-trained speech recognition model to obtain the task description speech, it also includes pre-training the speech recognition model, specifically including:

[0025] Acquire a training sample set, wherein the training sample set includes a training speech sample and a training sample label;

[0026] Inputting the training speech sample into the original speech recognition model for speech recognition to obtain training result data;

[0027] Performing deviation assessment according to the training result data and the training sample labels to obtain training deviation data;

[0028] The model parameters of the speech recognition model are updated according to the training deviation data, and the training speech sample is input into the original speech recognition model for speech recognition, until the speech recognition model meets the preset training qualification conditions, thereby obtaining the pre-trained speech recognition model.

[0029] According to some embodiments of the present application, determining the master control task type according to the task type indication information includes:

[0030] In response to the task type indication information including a screen call field, determining the data call task as the main control task type;

[0031] In response to the task type indication information including a device icon search field, determining the icon highlighting display task as the main control task type;

[0032] In response to the task type indication information including a device parameter query field, taking the device parameter query task as the main control task type;

[0033] In response to the task type indication information including a protocol confirmation field, taking a protocol confirmation task as the main control task type;

[0034] In response to the task type indication information including a log entry field, the log entry task is used as the main control task type.

[0035] According to some embodiments of the present application, the nuclear power plant master control task processing device is further equipped with a master control display screen and a plurality of picture acquisition units, and the execution of a nuclear power master control operation matching the nuclear power master control task according to the master control task type and the task paradigm description information includes:

[0036] In the case where the main control task type includes the screen call field, determining a target screen acquisition unit from the plurality of screen acquisition units according to the task paradigm description information;

[0037] The target acquisition picture corresponding to the target picture acquisition unit is retrieved and displayed on the main control display screen to execute the nuclear power main control operation matching the equipment parameter query task.

[0038] According to some embodiments of the present application, the nuclear power plant master control task processing device is further equipped with a master control display screen, and the execution of a nuclear power master control operation matching the nuclear power master control task according to the master control task type and the task paradigm description information includes:

[0039] In the case where the master control task type includes the device icon search field, determining the target device icon according to the task paradigm description information;

[0040] The target device icon is displayed in a prominent prompt state on the main control display screen to execute the nuclear power main control operation matching the icon prominent display task.

[0041] According to some embodiments of the present application, the nuclear power plant master control task processing device is further equipped with an equipment monitoring module, which executes a nuclear power master control operation matching the nuclear power master control task according to the master control task type and the task paradigm description information, including:

[0042] In the case where the master control task type includes the device parameter query field, querying the target device parameters from the device monitoring module according to the task paradigm description information;

[0043] The target device parameters are broadcasted through the voice interaction component to execute the nuclear power master control operation matching the device parameter query task.

[0044] According to some embodiments of the present application, the nuclear power plant master control task processing device is further equipped with a procedure execution module, which executes a nuclear power master control operation matching the nuclear power master control task according to the master control task type and the task paradigm description information, including:

[0045] In the case where the master control task type includes a procedure confirmation field, comparing the task paradigm description information with a preset procedure confirmation text to obtain a procedure confirmation result;

[0046] In response to the procedure confirmation result satisfying the preset procedure confirmation judgment condition, a procedure confirmation signal is sent to the procedure execution module to execute the nuclear power master control operation matching the procedure confirmation task.

[0047] According to some embodiments of the present application, the nuclear power plant master control task processing device is further equipped with a log entry module, which executes a nuclear power master control operation matching the nuclear power master control task according to the master control task type and the task paradigm description information, including:

[0048] In the case where the master control task type includes a log entry field, generating target log information according to the task paradigm description information;

[0049] The target log information is entered through the log entry module to execute the nuclear power master control operation matching the log entry task.

[0050] A nuclear power plant master control task processing device according to the second aspect of the present application includes:

[0051] A voice interaction component, used to obtain a task issuing instruction; wherein the task issuing instruction is used to issue a nuclear power master control task;

[0052] A task extraction module is used to extract the main control task type and task description voice from the task issuing instruction;

[0053] A matching query module, used to perform a matching query in a pre-built nuclear power terminology information database according to the task description speech to obtain standardized terminology description information;

[0054] A paradigm conversion module, used for performing paradigm conversion on the task description speech based on the standard term description information to obtain task paradigm description information;

[0055] An operation execution module is used to execute a nuclear power master control operation matching the nuclear power master control task according to the master control task type and the task paradigm description information.

[0056] In a third aspect, an embodiment of the present application provides an electronic device, comprising: a memory and a processor, wherein the memory stores a computer program, and when the processor executes the computer program, it implements the nuclear power plant master control task processing method as described in any one of the embodiments of the first aspect of the present application.

[0057] In a fourth aspect, an embodiment of the present application provides a computer-readable storage medium, wherein the storage medium stores a program, and the program is executed by a processor to implement a method for processing a master control task of a nuclear power plant as described in any one of the embodiments of the first aspect of the present application.

[0058] The method for processing the master control task of a nuclear power plant and its device, electronic equipment, and medium according to the embodiment of the present application have at least the following beneficial effects:

[0059] The method for processing the master control tasks of nuclear power plants proposed in this application can convert the operator's voice instructions into accurate and standardized task execution instructions by utilizing speech recognition and natural language processing technologies, effectively solving the problems of low efficiency, complex operation, heavy workload, and risk of human error in related technologies. It not only improves the efficiency and safety of the master control task processing of nuclear power plants, but also reduces the workload of operators, providing strong technical support for the digitization and intelligence of nuclear power plants.

[0060] Additional aspects and advantages of the present application will be given in part in the description below, and in part will become apparent from the description below, or will be learned through the practice of the present application. BRIEF DESCRIPTION OF THE DRAWINGS

[0061] The above and / or additional aspects and advantages of the present application will become apparent and easily understood from the description of the embodiments in conjunction with the following drawings, in which:

[0062] Figure 1 A schematic diagram of a process flow of a method for processing a master control task of a nuclear power plant provided in an embodiment of the present application;

[0063] Figure 2 Another schematic diagram of a process flow of a method for processing a master control task of a nuclear power plant provided in an embodiment of the present application;

[0064] Figure 3 Another schematic diagram of a process flow of a method for processing a master control task of a nuclear power plant provided in an embodiment of the present application;

[0065] Figure 4 Another schematic diagram of a process flow of a method for processing a master control task of a nuclear power plant provided in an embodiment of the present application;

[0066] Figure 5 Another schematic diagram of a process flow of a method for processing a master control task of a nuclear power plant provided in an embodiment of the present application;

[0067] Figure 6 Another schematic diagram of a process flow of a method for processing a master control task of a nuclear power plant provided in an embodiment of the present application;

[0068] Figure 7 Another schematic diagram of a process flow of a method for processing a master control task of a nuclear power plant provided in an embodiment of the present application;

[0069] Figure 8 Another schematic diagram of a process flow of a method for processing a master control task of a nuclear power plant provided in an embodiment of the present application;

[0070] Fig. 9 Another schematic diagram of a process flow of a method for processing a master control task of a nuclear power plant provided in an embodiment of the present application;

[0071] Fig.10Another schematic diagram of a process flow of a method for processing a master control task of a nuclear power plant provided in an embodiment of the present application;

[0072] Fig.11 Another schematic diagram of a process flow of a method for processing a master control task of a nuclear power plant provided in an embodiment of the present application;

[0073] Fig.12 Another schematic diagram of a process flow of a method for processing a master control task of a nuclear power plant provided in an embodiment of the present application;

[0074] Fig.13 It is a structural schematic diagram of a main control task processing device for a nuclear power plant provided in an embodiment of the present application;

[0075] Fig.14 It is a schematic diagram of the hardware structure of the electronic device provided in the embodiment of the present application. DETAILED DESCRIPTION

[0076] The embodiments of the present application are described in detail below, and examples of the embodiments are shown in the accompanying drawings, wherein the same or similar reference numerals throughout represent the same or similar elements or elements having the same or similar functions. The embodiments described below with reference to the accompanying drawings are exemplary and are only used to explain the present application, and cannot be understood as limiting the present application.

[0077] In the description of this application, "several" means one or more, "more" means more than two, "greater than", "less than", "exceed", etc. are understood to exclude the number itself, and "above", "below", "within", etc. are understood to include the number itself. If there is a description of "first" or "second", it is only used for the purpose of distinguishing technical features, and cannot be understood as indicating or implying relative importance or implicitly indicating the number of the indicated technical features or implicitly indicating the order of the indicated technical features.

[0078] In the description of the present application, it should be understood that descriptions involving orientation, such as up, down, left, right, front, back, etc., indicating orientations or positional relationships, are based on the orientations or positional relationships shown in the accompanying drawings, and are only for the convenience of describing the present application and simplifying the description, and do not indicate or imply that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore should not be understood as a limitation on the present application.

[0079] In the description of this specification, the description with reference to the terms "one embodiment", "some embodiments", "illustrative embodiments", "examples", "specific examples", or "some examples" means that the specific features, structures, materials, or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present application. In this specification, the schematic representation of the above terms does not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials, or characteristics described may be combined in any one or more embodiments or examples in a suitable manner.

[0080] In the description of this application, it should be noted that, unless otherwise clearly defined, the terms such as setting, installing, connecting, etc. should be understood in a broad sense, and technicians in the relevant technical field can reasonably determine the specific meanings of the above terms in this application in combination with the specific content of the technical solution. In addition, the identification of specific steps below does not represent a limitation on the order of steps and execution logic. The execution order and execution logic between each step should be understood and inferred with reference to the contents described in the embodiment.

[0081] In the related technologies, the digital human-computer interaction interface of the main control room of a nuclear power plant mainly relies on traditional operation methods for daily information retrieval and search, such as mouse, trackball, keyboard and touch screen, etc. Although these methods can realize information retrieval and search, there are some obvious technical problems and shortcomings.

[0082] First, the steps of information retrieval and search in related technologies are relatively cumbersome. For example, to find a device, the operator needs to click and navigate multiple times, starting from the header menu, gradually selecting the submenu, and then to the specific device screen. The whole process is not only multi-step, but also inefficient. This step-by-step navigation and link call method not only increases the complexity of the operation, but also prolongs the time to obtain information.

[0083] Secondly, the related technology may overwrite the existing required information when opening the screen, which requires the operator to re-layout after obtaining the information, which undoubtedly increases the workload and may lead to operational errors. At the same time, since multiple screens need to be opened, the operator's workload is relatively large, which may affect the accuracy and efficiency of the operation in a tense working environment.

[0084] Furthermore, the relevant technology has problems in the secondary confirmation of procedural operations. In order to improve the rigor and safety of operations, operators need to verbally give operating instructions when performing procedural operations, and the crew chief needs to reconfirm these instructions and equipment. This method not only occupies the resources of the operation team and increases the workload of the crew chief, but also has the risk of human error, which may threaten the safe operation of nuclear power plants.

[0085] Finally, the relevant technology also has shortcomings in log entry. Due to the lack of standardized management, everyone's information entry style is inconsistent, which may lead to insufficient, lengthy or poor readability of the entered information. When the amount of information is large, without a fixed template, it takes a long time to enter and organize the information, which also increases the workload of the operator.

[0086] In summary, the relevant technologies have problems such as low efficiency, complex operation, heavy workload and risk of human error in information retrieval and search, secondary confirmation of procedure operation and log entry. These problems not only affect the efficiency and safety of nuclear power plant operation, but also increase the workload of operators. Therefore, how to reduce the workload of operators while improving the efficiency and safety of nuclear power plant main control task processing has become an urgent problem to be solved in the industry.

[0087] The present application aims to solve at least one of the technical problems existing in the prior art. To this end, the present application proposes a method and device for processing a master control task of a nuclear power plant, an electronic device, and a medium, which can reduce the workload of operators while improving the efficiency and safety of processing the master control tasks of a nuclear power plant.

[0088] Further description is given below with reference to the accompanying drawings.

[0089] Reference Figure 1 According to the nuclear power plant master control task processing method of the embodiment of the present application, which is applied to the nuclear power plant master control task processing device, the nuclear power plant master control task processing device is equipped with a voice interaction component, and the nuclear power plant master control task processing method may include:

[0090] Step S101, obtaining a task issuing instruction through a voice interaction component; wherein the task issuing instruction is used to issue a nuclear power master control task;

[0091] Step S102, extracting the main control task type and task description voice from the task issuing instruction;

[0092] Step S103, performing a matching query in a pre-built nuclear power terminology information database according to the task description voice to obtain standard terminology description information;

[0093] Step S104, performing paradigm transformation on the task description speech based on the standard term description information to obtain task paradigm description information;

[0094] Step S105 , executing a nuclear power master control operation matching the nuclear power master control task according to the master control task type and the task paradigm description information.

[0095] The method for processing the master control tasks of nuclear power plants proposed in this application can convert the operator's voice instructions into accurate and standardized task execution instructions by utilizing speech recognition and natural language processing technologies, effectively solving the problems of low efficiency, complex operation, heavy workload, and risk of human error in related technologies. It not only improves the efficiency and safety of the master control task processing of nuclear power plants, but also reduces the workload of operators, providing strong technical support for the digitization and intelligence of nuclear power plants.

[0096] In step S101 of some embodiments, a task issuing instruction is obtained through a voice interaction component; wherein the task issuing instruction is used to issue a nuclear power master control task;

[0097] It should be noted that the voice interaction component, as the core component of the main control task processing device of the nuclear power plant in this application, allows the operator to issue instructions directly through voice, rather than through traditional methods such as mouse clicks, keyboard input or touch screen operation. The advantage of this voice input method is that it can greatly reduce the operator's operating steps in the process of information retrieval and search, thereby reducing the complexity of the operation and reducing the operator's workload.

[0098] The task issuing instructions obtained through the voice interaction component can not only include the specific operation commands corresponding to the nuclear power master control tasks, but also cover other key information related to the nuclear power master control tasks. This means that the operator can issue instructions to execute the nuclear power master control tasks at one time without having to do it in steps or stages. In addition, this voice-based instruction method can also reduce operational errors caused by manual input errors and improve the accuracy of operations. In the high-risk nuclear power plant environment, this ability to reduce errors is particularly important because it is directly related to the safe operation of the nuclear power plant.

[0099] In step S102 of some embodiments, the main control task type and the task description voice are extracted from the task issuing instruction;

[0100] It should be noted that when the operator issues instructions through the voice interaction component, the master control task processing device of the nuclear power plant in this application needs to perform real-time voice recognition processing on these task instructions. This process involves using voice recognition technology to convert voice signals into master control task types and task description voices.

[0101] In the context of the master control task processing method of a nuclear power plant, the master control task type and the task description voice together constitute the core content of the operator's instructions, which are used to guide the specific operations of the nuclear power plant. The master control task type refers to the nature or category of the task that the operator needs to perform. It is the part of the task issuance instruction that is used to define the type of operation, and is intended to indicate which type of operation the nuclear power master control task corresponds to. The task description voice refers to the detailed description of the nuclear power master control task in the task issuance instruction. This part of the description provides the specific information required to perform the nuclear power master control task.

[0102] Reference Figure 2 According to some embodiments of the present application, step S102 extracts the master control task type and the task description voice from the task issuing instruction, which may include:

[0103] Step S201, extracting task type indication information from the task issuing instruction;

[0104] Step S202, determining the master control task type according to the task type indication information;

[0105] Step S203: Perform speech recognition on the task issuing instruction based on the pre-trained speech recognition model to obtain the task description speech.

[0106] In step S201 of some embodiments, task type indication information is extracted from the task issuing instruction;

[0107] It should be noted that step S201 involves extracting task type indication information from the task issuing instruction, wherein the task type indication information is a keyword or phrase included in the instruction issued by the operator and capable of indicating the nature of the task to be executed.

[0108] In step S202 of some embodiments, the main control task type is determined according to the task type indication information;

[0109] It should be noted that step S202 determines the master control task type according to the extracted task type indication information. In some embodiments, the extracted task type indication information can be matched in the task type list by using a preset task type list to determine the specific master control task type. This matching process can use natural language processing technology to ensure that the master control task type can be determined more accurately.

[0110] Reference Figure 3 According to some embodiments of the present application, step S202 determines the master control task type according to the task type indication information, which may include:

[0111] Step S301, in response to the task type indication information including a screen retrieval field, determining the data retrieval task as a main control task type;

[0112] Step S302, in response to the task type indication information including the device icon search field, determining the icon highlighting task as the main control task type;

[0113] Step S303, in response to the task type indication information including the device parameter query field, the device parameter query task is taken as the main control task type;

[0114] Step S304, in response to the task type indication information including a procedure confirmation field, taking the procedure confirmation task as the main control task type;

[0115] Step S305: In response to the task type indication information including the log entry field, the log entry task is used as the main control task type.

[0116] It should be emphasized that task type indication information is the key words or phrases used by the operator when issuing instructions, which can indicate the nature of the task to be performed.

[0117] In step S301 of some embodiments, in response to the task type indication information including a screen retrieval field, determining the data retrieval task as a main control task type;

[0118] It should be noted that, in step S301, in response to the task type indication information including the screen retrieval field, the data retrieval task is determined as the main control task type. This means that if the operator's instruction includes a request to view or retrieve a screen of specific data, the main control task processing device of the nuclear power plant will recognize this request and process the data retrieval task as the main control task type.

[0119] In step S302 of some embodiments, in response to the task type indication information including a device icon search field, determining the icon highlighting task as a main control task type;

[0120] It should be noted that step S302 involves that the task type indication information includes an equipment icon search field, and the nuclear power plant master control task processing device determines the icon highlighting task as the main control task type. When the operator requests to find the icon of a specific device, the nuclear power plant master control task processing device will recognize this request and classify it as an icon highlighting task so as to highlight the relevant equipment icon on the interface.

[0121] In step S303 of some embodiments, in response to the task type indication information including a device parameter query field, the device parameter query task is used as a master control task type;

[0122] It should be noted that step S303 responds to the device parameter query field included in the task type indication information, and takes the device parameter query task as the main control task type. If the operator's instruction involves querying the parameters of a specific device, the main control task processing device of the nuclear power plant will identify this request and classify it as a device parameter query task in order to retrieve and display relevant parameter information.

[0123] In step S304 of some embodiments, in response to the task type indication information including a procedure confirmation field, the procedure confirmation task is used as a master control task type;

[0124] It should be noted that step S304 responds to the task type indication information including the procedure confirmation field, and takes the procedure confirmation task as the main control task type. When the operator needs to confirm a certain operation procedure, the main control task processing device of the nuclear power plant will identify this request and classify it as a procedure confirmation task to ensure the safety and correctness of the operation.

[0125] In step S305 of some embodiments, in response to the task type indication information including a log entry field, the log entry task is used as the main control task type.

[0126] It should be noted that, in response to the log entry field included in the task type indication information, step S305 sets the log entry task as the main control task type. If the operator's instruction involves recording a log, the main control task processing device of the nuclear power plant will identify this request and classify it as a log entry task so as to record the relevant information in the main control task processing device of the nuclear power plant.

[0127] The embodiment of the present application shown by steps S301 to S305 can determine the type of the master control task by analyzing the specific fields in the task type indication information, and perform corresponding operations accordingly. This process not only improves the accuracy and efficiency of instruction processing, but also provides a solid foundation for subsequent instruction execution, ensuring the automation and intelligence of the master control task processing of the nuclear power plant. By accurately identifying the task type, the master control task processing device of the nuclear power plant can better understand and respond to the operator's instructions, thereby improving the safety and reliability of the operation of the nuclear power plant.

[0128] In step S203 of some embodiments, voice recognition is performed on the task issuing instruction based on a pre-trained voice recognition model to obtain a task description voice. It should be noted that the task description voice contains the specific details required to perform the task, such as equipment names, operating parameters, etc. The pre-trained voice recognition model is able to recognize the semantic content in a specific language, and filter out the voice content of the detailed description part as the task description voice. This voice recognition model has been specially trained in advance to adapt to the professional terms and expressions in nuclear power plant operations, ensuring that the voice content of the operator's instructions about the task details can be accurately recognized even in a noisy environment.

[0129] Reference Figure 4 According to some embodiments of the present application, before performing speech recognition on the task instruction based on the pre-trained speech recognition model in step S203 to obtain the task description speech, the speech recognition model is also pre-trained, which may specifically include:

[0130] Step S401, obtaining a training sample set, where the training sample set includes a training speech sample and a training sample label;

[0131] Step S402, inputting the training speech sample into the original speech recognition model for speech recognition to obtain training result data;

[0132] Step S403, performing deviation assessment according to the training result data and the training sample labels to obtain training deviation data;

[0133] Step S404, update the model parameters of the speech recognition model according to the training deviation data, return to execute the input of the training speech sample into the original speech recognition model for speech recognition, until the speech recognition model meets the preset training qualification conditions, and obtain the pre-trained speech recognition model.

[0134] In some embodiments, step S401 is to obtain a training sample set, where the training sample set includes a training speech sample and a training sample label;

[0135] It should be noted that the training sample set includes multiple training speech samples and their corresponding training sample labels, which are used to train the speech recognition model. The training speech samples need to cover various instructions and terms that may appear in the operation of nuclear power plants to ensure that the trained speech recognition model can adapt to the terminology recognition in the nuclear power field. The training sample labels provide annotation information for each training speech sample to guide the speech recognition model to learn how to recognize speech.

[0136] In step S402 of some embodiments, the training speech sample is input into the original speech recognition model for speech recognition to obtain training result data;

[0137] It should be noted that the training speech samples are input into the original speech recognition model for recognition to obtain the training result data. The original speech recognition model has not yet reached the required recognition accuracy, so further training and optimization are required.

[0138] In step S403 of some embodiments, deviation assessment is performed based on the training result data and the training sample labels to obtain training deviation data;

[0139] It should be noted that the deviation is evaluated based on the training result data and the training sample labels to obtain the training deviation data. This step is the key to evaluating the performance of the model. By comparing the recognition results of the speech recognition model with the actual labels, it can be determined that the current speech recognition model deviates from the ideal situation and needs further training. Among them, the training deviation data can be the loss value calculated based on the loss function configured by the speech recognition model for the training result data and the training sample labels.

[0140] In step S404 of some embodiments, the model parameters of the speech recognition model are updated according to the training deviation data, and the execution returns to input the training speech samples into the original speech recognition model for speech recognition until the speech recognition model meets the preset training qualification conditions, thereby obtaining a pre-trained speech recognition model.

[0141] It should be noted that step S404 updates the model parameters of the speech recognition model according to the training deviation data. This process involves adjusting the model parameters inside the speech recognition model to reduce recognition errors and improve recognition accuracy. It should be understood that the updating of the model parameters is an iterative process, which requires repeatedly inputting the training speech samples into the speech recognition model for recognition, and continuously adjusting the model parameters of the speech recognition model according to the training deviation data until the speech recognition model meets the preset training qualification conditions. Once the conditions are met, a pre-trained speech recognition model that can accurately recognize voice commands can be obtained.

[0142] Through the three sub-steps of step S201 to step S203, the goal of extracting the main control task type and task description voice from the task issuing instruction is achieved. This process not only improves the accuracy and efficiency of instruction processing, but also provides a solid foundation for subsequent instruction execution, ensuring the automation and intelligence of the main control task processing of the nuclear power plant. By accurately identifying the main control task type and task description voice, it helps the main control task processing device of the nuclear power plant to better understand and respond to the operator's instructions, thereby improving the safety and reliability of the operation of the nuclear power plant.

[0143] Reference Figure 5 According to some embodiments of the present application, before performing a matching query in a pre-built nuclear power terminology information base according to the task description voice in step S103 and obtaining the standard terminology description information, it also includes pre-building the nuclear power terminology information base, which may specifically include:

[0144] Step S501, obtaining nuclear power standard terms corresponding to a plurality of nuclear power operation types, voice mode information corresponding to each nuclear power standard term, and term association information corresponding to each nuclear power standard term;

[0145] Step S502, constructing a nuclear power terminology information base including various nuclear power specification terms according to the nuclear power operation type, voice mode information and terminology association information.

[0146] In step S501 of some embodiments, obtaining nuclear power standard terms corresponding to a plurality of nuclear power operation types, voice mode information corresponding to each nuclear power standard term, and term association information corresponding to each nuclear power standard term;

[0147] It should be noted that step S501 involves obtaining nuclear power standard terms corresponding to multiple nuclear power operation types, voice pattern information corresponding to each nuclear power standard term, and term association information corresponding to each nuclear power standard term. This step is the basis for building a nuclear power term information database, and it is necessary to collect and organize a large number of nuclear power professional terms. These nuclear power standard terms cover all aspects of nuclear power plant operations, such as equipment names, operating instructions, safety regulations, etc. At the same time, it is also necessary to collect voice pattern information corresponding to these terms. This information reflects the pronunciation characteristics of the terms in actual speech, which is crucial to improving the accuracy of speech recognition. In addition, it is also necessary to collect term association information. This term association information can cover the use of terms or the relationship between various terms, such as hyponyms, synonyms, antonyms, etc., which helps to more comprehensively characterize these professional terms in the nuclear power field.

[0148] In step S502 of some embodiments, a nuclear power terminology information library including various nuclear power specification terms is constructed according to the nuclear power operation type, voice mode information and terminology association information.

[0149] It should be noted that step S502 constructs a nuclear power terminology information base containing various nuclear power specification terms based on the nuclear power operation type, voice pattern information and terminology association information. This step is the process of integrating the collected data into a structured database. Each nuclear power term in the nuclear power terminology information base corresponds to an entry, which contains the term itself, the corresponding voice pattern information and terminology association information. In this way, the pre-construction of the nuclear power terminology information base helps to accurately identify and extract the nuclear power terminology contained in the task description voice in subsequent steps.

[0150] In step S103 of some embodiments, a matching query is performed in a pre-built nuclear power terminology information database according to the task description speech to obtain standard terminology description information;

[0151] It should be noted that step S103 involves matching the task description speech with the pre-built nuclear power terminology information database to obtain standardized terminology description information. The purpose of this step is to ensure that the natural language description received from the operator can be accurately understood and converted into standardized terms used in nuclear power plant operations.

[0152] It should be pointed out that the task description voice refers to the detailed description of the nuclear power master control task in the task issuance instruction. These contents may be non-standardized and contain colloquial expressions or imprecise terms. In order to accurately perform the nuclear power master control task according to these contents, the embodiment of the present application needs to convert these non-standardized descriptions into recognized and standardized terms in nuclear power plant operations. In this way, not only the accuracy of instruction execution is improved, but also operational errors caused by misunderstanding or confusion are reduced, thereby enhancing the safety of nuclear power plant operation.

[0153] In some embodiments, the pre-built nuclear power terminology information base is a pre-built database containing nuclear power plant professional terms and expressions, which is designed to support speech recognition and natural language processing technologies in the nuclear power field. This nuclear power terminology information base can not only contain standard terms such as equipment names, operation types, parameter settings, etc., but also common variants and synonyms of these standard terms to improve matching flexibility and accuracy.

[0154] In some more specific embodiments, the task description speech can be compared with entries in the nuclear power terminology information library to find the best match. This process can use some algorithms, such as speech pattern matching algorithms, semantic analysis algorithms, or machine learning algorithms to ensure that even if the speech description is not precise or there are accents or dialect differences, the embodiments of the present application can accurately identify and match the corresponding standard term description information.

[0155] Reference Figure 6 According to some embodiments of the present application, step S103 performs a matching query in a pre-built nuclear power terminology information database according to the task description voice to obtain standard terminology description information, which may include:

[0156] Step S601, performing voice pattern comparison in a nuclear power terminology information database based on the task description voice to determine a plurality of nuclear power standard terms matching the task description voice;

[0157] Step S602, determining standard term description information based on multiple nuclear power standard terms that match the task description voice.

[0158] In step S601 of some embodiments, voice pattern comparison is performed in a nuclear power terminology information base based on the task description voice to determine a plurality of nuclear power standard terms that match the task description voice;

[0159] It should be noted that step S601 involves voice pattern comparison in the nuclear power terminology information library based on the task description voice. In this step, the nuclear power plant master control task processing device will search and match the voice pattern of the task description voice in the nuclear power terminology information library. The nuclear power terminology information library contains a large number of nuclear power professional terms and their corresponding voice pattern information, which reflects the pronunciation characteristics of nuclear power terms in actual speech. By comparing the task description voice with the voice patterns in the nuclear power terminology information library, the nuclear power plant master control task processing device can determine multiple nuclear power standard terms that match the task description voice. This step is the key to achieving accurate matching because it relies on the nuclear power plant master control task processing device's ability to recognize and match voice patterns.

[0160] In step S602 of some embodiments, standard term description information is determined based on a plurality of nuclear power standard terms that match the task description speech.

[0161] It should be noted that step S602 is to determine the standard term description information based on the matched multiple nuclear power standard terms. After determining the nuclear power standard terms that match the task description voice, the nuclear power plant master control task processing device needs to select the most appropriate nuclear power terms from these terms to form the standard term description information. This step may involve evaluating the relevance and accuracy of the matching nuclear power terms to determine which nuclear power term most accurately reflects the operator's intention. It should be pointed out that the standard term description information can not only include the standard nuclear power standard terms themselves, but also other important information related to these nuclear power standard terms.

[0162] In step S104 of some embodiments, paradigm transformation is performed on the task description speech based on the standard term description information to obtain task paradigm description information;

[0163] In some embodiments, step S104 needs to further process the standard term description information obtained in step S103 to achieve paradigm transformation of the task description voice. The purpose of this step is to convert the original voice command of the operator into a standardized and structured task paradigm description information after matching query of standard terminology, so that the nuclear power plant master control task processing device of the embodiment of the present application can understand and execute the nuclear power master control task more accurately and efficiently.

[0164] It should be pointed out that the paradigm shift process can conduct in-depth analysis and reorganization of the semantic content represented by the task description speech according to the standard term description information. In this process, the key terms and concepts of the task description speech can be identified, and then combined with the standard term description information, these key terms and concepts can be arranged according to the standard format and logical structure of nuclear power plant operations. This can include determining the priority, operation sequence, necessary safety checks, and expected results corresponding to the nuclear power master control task. In this way, the embodiment of the present application can run the conversion of free-form voice instructions into a predefined task format that is easy for computers to process.

[0165] It can be seen that this paradigm shift not only makes the task description information clearer and more accurate, but also helps with subsequent execution steps. The embodiments of the present application can perform nuclear power master control operations that match nuclear power master control tasks based on these structured task paradigm description information. This greatly reduces the manual operations that the operator needs to perform, reduces the complexity of operations, and improves operational efficiency. In addition, the paradigm shift also helps to improve the fault tolerance of the embodiments of the present application. Since the task paradigm description information has been converted into a standardized format, it is easier to identify and correct potential errors or omissions for this type of data, thereby reducing the risk of operational errors.

[0166] Reference Figure 7 According to some embodiments of the present application, step S104 performs paradigm transformation on the task description speech based on the standard term description information to obtain the task paradigm description information, which may include:

[0167] Step S701, screening the task description speech for non-standard terms to determine a plurality of non-standard description terms;

[0168] Step S702, based on the standard term description information, each non-standard description term is replaced with a plurality of nuclear power standard terms that match the task description voice to obtain the task paradigm description information.

[0169] In step S701 of some embodiments, non-standard terms are screened for the task description speech to determine a plurality of non-standard description terms;

[0170] It should be noted that step S701 involves screening the task description voice for non-paradigmatic terms. In this step, the nuclear power plant master control task processing device can check whether there are non-standard descriptive terms in the operator's instructions. These non-standard terms may include colloquial expressions, slang, abbreviations or non-standard professional terms, etc., which may not directly correspond to the nuclear power standard terms in the nuclear power terminology information library. The nuclear power plant master control task processing device may need to identify these non-standard terms so as to replace them with nuclear power standard terms in subsequent steps. This screening process may involve natural language processing techniques, such as part-of-speech tagging, syntactic analysis, etc., to ensure that the nuclear power plant master control task processing device can accurately identify and understand non-standard terms.

[0171] In step S702 of some embodiments, based on the standard term description information, each non-standard description term is replaced with a plurality of nuclear power standard terms that match the task description voice to obtain the task paradigm description information.

[0172] It should be noted that step S702 can replace each non-standard description term with a plurality of nuclear power standard terms that match the task description voice based on the standard term description information, thereby obtaining the task paradigm description information. After determining the non-standard terms, the nuclear power plant master control task processing device can refer to the standard term description information and replace these non-standard terms with corresponding nuclear power standard terms. This step requires the nuclear power plant master control task processing device to not only identify non-standard terms, but also find the most appropriate nuclear power standard terms in the nuclear power term information library for replacement. The replacement process may involve semantic matching, context analysis and other means to ensure that the replaced terms can accurately reflect the operator's intentions and meet the standards and specifications of nuclear power plant operations.

[0173] In step S105 of some embodiments, a nuclear power master control operation matching the nuclear power master control task is executed according to the master control task type and task paradigm description information.

[0174] In some embodiments, step S105 is the final execution stage in the method for processing the master control task of a nuclear power plant, which involves executing a specific nuclear power master control operation according to the determined master control task type and task paradigm description information.

[0175] In some embodiments, the master control task type can be analyzed first. This is a classification identifier that indicates the nature of the operation, such as device screen retrieval, device icon search, device status monitoring, procedure confirmation, or log entry. The master control task type determines how the nuclear power master control task matches the nuclear power master control operation of how to execute logic. In addition, the task paradigm description information contains the detailed information required to perform the nuclear power master control operation. These detailed information may include the target device, the expected operation results, the necessary parameter settings, etc. The embodiment of the present application matches this information with the actual operation process of the nuclear power plant to ensure that the performed operations meet both technical requirements and safety standards.

[0176] When performing operations, the embodiments of the present application may involve the coordination of multiple subsystems and control links, such as automated control systems, safety monitoring systems, etc. The main control task processing device of a nuclear power plant can automatically set corresponding parameters and trigger corresponding control signals according to the main control task type and task paradigm description information, or provide clear operation instructions when operator intervention is required.

[0177] It can be seen that the main control task type and task paradigm description information are combined to execute the nuclear power main control operation that matches the nuclear power main control task. This step can not only improve the automation level of the main control task processing of the nuclear power plant, but also enhance the accuracy and response speed of the operation, thereby improving the overall operating efficiency and safety of the nuclear power plant. Through this precise execution mechanism, the nuclear power plant can respond to the operator's instructions more reliably, reduce human errors, and ensure the stable operation of the nuclear power plant.

[0178] Reference Figure 8 According to some embodiments of the present application, the nuclear power plant master control task processing device is further equipped with a master control display screen and a plurality of picture acquisition units. Step S105 performs a nuclear power master control operation matching the nuclear power master control task according to the master control task type and task paradigm description information, which may include:

[0179] Step S801, when the main control task type includes a screen call field, determining a target screen acquisition unit from multiple screen acquisition units according to the task paradigm description information;

[0180] Step S802, calling and displaying the target acquisition picture corresponding to the target picture acquisition unit on the main control display screen to execute the nuclear power main control operation matching the equipment parameter query task.

[0181] In some embodiments of the present application, the design of the nuclear power plant master control task processing device takes into account the complexity of actual operations, so in addition to the voice interaction component, it is also equipped with a main control display screen and multiple picture acquisition units.

[0182] In step S801 of some embodiments, when the master control task type includes a screen call field, a target screen acquisition unit is determined from a plurality of screen acquisition units according to the task paradigm description information;

[0183] It should be noted that step S801 occurs when the master control task type includes a screen retrieval field. At this time, the master control task processing device of the nuclear power plant needs to determine the target screen acquisition unit from multiple screen acquisition units based on the task paradigm description information. This step involves accurately selecting the required data source from many possible data sources. The master control task processing device of the nuclear power plant may analyze the keywords or parameters in the task paradigm description information, such as specific equipment numbers, locations or status information, to match the most appropriate screen acquisition unit as the target screen acquisition unit. This process can use some data analysis and pattern recognition techniques to ensure that the selected screen acquisition unit corresponds to the task paradigm description information.

[0184] In step S802 of some embodiments, a target acquisition picture corresponding to a target picture acquisition unit is retrieved and displayed on a main control display screen to execute a nuclear power main control operation matching the equipment parameter query task.

[0185] It should be noted that step S802 involves calling and displaying the target acquisition screen corresponding to the target screen acquisition unit on the main control display screen, aiming to present the target acquisition screen acquired by the target screen acquisition unit in step S801 to the operator, so as to perform the nuclear power main control operation matching the equipment parameter query task. When the target acquisition screen is displayed on the main control display screen, the operator can intuitively view and monitor the real-time status or historical data of the equipment, and make necessary analysis and decisions. This step not only improves the efficiency of the operation, but also enhances the intuitiveness and interactivity of the operation, allowing the operator to respond to various situations more quickly.

[0186] It should be pointed out that step S801 and step S802 demonstrate an efficient and intuitive processing flow, which enables the nuclear power plant master control task processing device to quickly and accurately retrieve and display relevant screen information according to the operator's instructions, thereby performing corresponding nuclear power master control operations. This integrated nuclear power plant master control task processing device that integrates voice recognition, data processing and visual display not only improves the automation and intelligence level of nuclear power plant operations, but also improves the safety and reliability of operations.

[0187] Reference Fig. 9 According to some embodiments of the present application, the nuclear power plant master control task processing device is also equipped with a master control display screen. Step S105 performs a nuclear power master control operation matching the nuclear power master control task according to the master control task type and task paradigm description information, which may include:

[0188] Step S901, when the master control task type includes a device icon search field, determine the target device icon according to the task pattern description information;

[0189] Step S902, displaying the target device icon in a prominent prompt state on the main control display screen to execute the nuclear power main control operation matching the icon prominent display task.

[0190] In some embodiments of the present application, the design of the nuclear power plant main control task processing device takes into account the operator's demand for intuitive display of equipment status. Therefore, the nuclear power plant main control task processing device may not only include a voice recognition and processing nuclear power plant main control task processing device, but also be equipped with a main control display screen.

[0191] In step S901 of some embodiments, when the master control task type includes a device icon search field, determining a target device icon according to the task paradigm description information;

[0192] It should be noted that step S901 occurs when the master control task type contains an equipment icon search field. In this case, the master control task processing device of the nuclear power plant needs to determine the target equipment icon based on the task paradigm description information. The task paradigm description information provides the key details required to perform the task, including the name, number or other identification information of the equipment. The master control task processing device of the nuclear power plant will analyze this information and match it with the equipment icons stored in the internal database or information library to determine the target equipment icon.

[0193] In step S902 of some embodiments, the target device icon is displayed in a prominent prompt state on the main control display screen to execute a nuclear power main control operation matching the icon prominent display task.

[0194] It should be noted that step S902 is intended to display the target equipment icon in a prominent prompt state on the main control display screen. Once the nuclear power plant main control task processing device determines the target equipment icon, it will use visual prominence techniques, such as changing color, adding borders, flashing or enlarging, to attract the operator's attention. This prominent prompt state not only enables the operator to quickly locate the relevant equipment icon, but also enhances the understanding of the equipment status, especially in emergency situations or situations that require rapid response. This intuitive visual prompt is crucial to improving the operator's work efficiency and reducing operating errors.

[0195] Reference Fig.10 According to some embodiments of the present application, the nuclear power plant master control task processing device is further equipped with an equipment monitoring module. Step S105 performs a nuclear power master control operation matching the nuclear power master control task according to the master control task type and task paradigm description information, which may include:

[0196] Step S1001, when the master control task type includes a device parameter query field, query the target device parameters from the device monitoring module according to the task paradigm description information;

[0197] Step S1002, the target device parameters are announced through the voice interaction component to execute the nuclear power master control operation matching the device parameter query task.

[0198] In some embodiments of the present application, the design of the main control task processing device of a nuclear power plant fully considers the needs for equipment status monitoring and parameter query, so the main control task processing device of a nuclear power plant is equipped with an equipment monitoring module.

[0199] In step S1001 of some embodiments, when the master control task type includes a device parameter query field, querying and obtaining target device parameters from a device monitoring module according to the task paradigm description information;

[0200] It should be noted that step S1001 occurs when the master control task type contains a device parameter query field. In this case, the master control task processing device of the nuclear power plant needs to query the parameters of the target device based on the task paradigm description information. The task paradigm description information provides the key details required to perform the task, including the name, number or other identification information of the equipment. The master control task processing device of the nuclear power plant will use this information to match the data in the equipment monitoring module to retrieve the real-time parameters of the target device. In some embodiments, the equipment monitoring module can integrate sensor data, historical records and other monitoring information to provide a comprehensive equipment status monitoring mechanism for the master control task processing device of the nuclear power plant. This step can specifically involve real-time data processing and database query technology to ensure that the master control task processing device of the nuclear power plant can quickly and accurately obtain the required parameters.

[0201] In step S1002 of some embodiments, the target device parameters are broadcasted through a voice interaction component to execute a nuclear power master control operation matching the device parameter query task.

[0202] It should be noted that step S1002 is intended to broadcast the parameters of the target device through the voice interaction component. Once the nuclear power plant master control task processing device queries the parameters of the target device from the equipment monitoring module, it will use speech synthesis technology to convert these parameters into voice information and broadcast them through the intercom nuclear power plant master control task processing device or voice output device. This broadcasting method allows the operator to directly hear the real-time information of key parameters without directly viewing the screen or monitoring equipment, thereby improving the convenience and efficiency of operation. Especially when the operator needs to perform multiple tasks at the same time or cannot directly observe the display screen, voice broadcasting provides an effective way to transmit information.

[0203] Reference Fig.11 According to some embodiments of the present application, the nuclear power plant master control task processing device is further equipped with a procedure execution module. Step S105 executes a nuclear power master control operation matching the nuclear power master control task according to the master control task type and task paradigm description information, which may include:

[0204] Step S1101, when the master control task type includes a procedure confirmation field, the task paradigm description information is compared with a preset procedure confirmation text to obtain a procedure confirmation result;

[0205] Step S1102, in response to the procedure confirmation result satisfying the preset procedure confirmation judgment condition, a procedure confirmation signal is sent to the procedure execution module to execute the nuclear power master control operation matching the procedure confirmation task.

[0206] In some embodiments of the present application, the main control task processing device of a nuclear power plant takes into account the importance of procedure confirmation in the operation of a nuclear power plant, and is therefore equipped with a procedure execution module.

[0207] In step S1101 of some embodiments, when the master control task type includes a procedure confirmation field, the task paradigm description information is compared with a preset procedure confirmation text to obtain a procedure confirmation result;

[0208] It should be noted that step S1101 is performed when the master control task type contains a procedure confirmation field. In this step, the master control task processing device of the nuclear power plant needs to compare the task paradigm description information with the preset procedure confirmation text. The task paradigm description information provides the key details required to perform the task, which may include specific operating steps, safety checkpoints or operating conditions. The preset procedure confirmation text is a set of predefined standard operating procedures or safety regulations, which are the rules that must be followed in the operation of the nuclear power plant. By comparing the task paradigm description information and the procedure confirmation text, the master control task processing device of the nuclear power plant can verify whether the operator's instructions comply with the established procedures. This step is a key link in ensuring operational safety.

[0209] In step S1102 of some embodiments, in response to the procedure confirmation result satisfying the preset procedure confirmation judgment condition, a procedure confirmation signal is sent to the procedure execution module to execute the nuclear power master control operation matching the procedure confirmation task.

[0210] It should be noted that step S1102 is executed in response to the procedure confirmation result satisfying the preset procedure confirmation judgment condition. Once the nuclear power plant master control task processing device confirms that the task paradigm description information matches the preset procedure, that is, the procedure confirmation result shows that the operator's instructions meet the procedure requirements, the nuclear power plant master control task processing device will send a procedure confirmation signal to the procedure execution module. This signal triggers the procedure execution module to execute the nuclear power master control operation that matches the procedure confirmation task. The procedure confirmation signal can be used to start a specific operation sequence, authorize specific operation permissions, or record the results of procedure confirmation. In this way, the nuclear power plant can ensure that relevant operations strictly comply with established procedures, thereby improving the safety and compliance of operations.

[0211] Reference Fig.12 According to some embodiments of the present application, the nuclear power plant master control task processing device is further equipped with a log entry module. Step S105 performs a nuclear power master control operation matching the nuclear power master control task according to the master control task type and task paradigm description information, which may include:

[0212] Step S1201, when the master control task type includes a log entry field, generating target log information according to the task paradigm description information;

[0213] Step S1202, entering target log information through a log entry module to execute a nuclear power master control operation matching the log entry task.

[0214] In some embodiments of the present application, the importance of log management is integrated into the design of the main control task processing device of a nuclear power plant, and therefore the main control task processing device of a nuclear power plant is equipped with a log entry module.

[0215] In step S1201 of some embodiments, when the master control task type includes a log entry field, target log information is generated according to the task paradigm description information;

[0216] It should be noted that step S1201 is performed when the master control task type includes a log entry field. In this step, the master control task processing device of the nuclear power plant needs to generate target log information based on the task paradigm description information. The task paradigm description information provides the key details required to perform the task, which may include the time of the operation, the identity of the operator, the specific operation performed, parameter changes of the equipment, etc. The master control task processing device of the nuclear power plant will generate target log information based on this information and the preset log format. This step is a key link to ensure that all important operations are recorded in detail, which is very important for subsequent audits, fault analysis and operation reviews.

[0217] In step S1202 of some embodiments, target log information is entered through a log entry module to execute a nuclear power master control operation matching the log entry task.

[0218] It should be noted that step S1202 is intended to enter the target log information through the log entry module. Once the nuclear power plant master control task processing device generates the target log information, it will pass this information to the log entry module, which is responsible for saving the log information to a database or log file. This step ensures that all key operations are traceable, enhancing the transparency and traceability of nuclear power plant operations.

[0219] Reference Fig.13 According to the embodiment of the present application, the main control task processing device of a nuclear power plant may include:

[0220] The voice interaction component 1301 is used to obtain a task issuing instruction; wherein the task issuing instruction is used to issue a nuclear power master control task;

[0221] The task extraction module 1302 is used to extract the main control task type and task description voice from the task issuing instruction;

[0222] A matching query module 1303 is used to perform a matching query in a pre-built nuclear power terminology information database according to the task description speech to obtain standard terminology description information;

[0223] A paradigm conversion module 1304 is used to perform paradigm conversion on the task description speech based on the standard term description information to obtain task paradigm description information;

[0224] The operation execution module 1305 is used to execute the nuclear power master control operation matching the nuclear power master control task according to the master control task type and task paradigm description information.

[0225] It can be seen that the contents of the above-mentioned nuclear power plant master control task processing method embodiment are all applicable to the embodiment of the main control task processing device of the present nuclear power plant, and the functions specifically implemented by the embodiment of the main control task processing device of the present nuclear power plant are the same as those in the above-mentioned nuclear power plant master control task processing method embodiment, and the beneficial effects achieved are also the same as the beneficial effects achieved by the above-mentioned nuclear power plant master control task processing method embodiment.

[0226] Reference Fig.14 , Fig.14 The hardware structure of an electronic device of another embodiment is illustrated. The electronic device may include:

[0227] The processor 1401 may be implemented by a general-purpose CPU (Central Processing Unit), a microprocessor, an application-specific integrated circuit (ASIC), or one or more integrated circuits, and is used to execute relevant programs to implement the technical solutions provided in the embodiments of the present application;

[0228] The memory 1402 can be implemented in the form of a read-only memory (ROM), a static storage device, a dynamic storage device, or a random access memory (RAM). The memory 1402 can store an operating system and other application programs. When the technical solution provided in the embodiment of this specification is implemented by software or firmware, the relevant program code is stored in the memory 1402, and the processor 1401 calls and executes the nuclear power plant master control task processing method of the embodiment of this application;

[0229] Input / output interface 1403, used to implement information input and output;

[0230] The communication interface 1404 is used to realize the communication interaction between the device and other devices. The communication can be realized through a wired manner (such as USB, network cable, etc.) or a wireless manner (such as mobile network, WI FI, Bluetooth, etc.);

[0231] A bus 1405 that transmits information between the various components of the device (e.g., the processor 1401, the memory 1402, the input / output interface 1403, and the communication interface 1404);

[0232] The processor 1401 , the memory 1402 , the input / output interface 1403 and the communication interface 1404 are connected to each other in communication within the device via a bus 1405 .

[0233] The embodiment of the present application further provides a computer program product, which includes a computer program. The processor of the computer device reads and executes the computer program, so that the computer device executes the above-mentioned nuclear power plant master control task processing method.

[0234] The terms "first", "second", "third", "fourth", etc. (if any) in the specification of the present disclosure and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchangeable where appropriate, so that the embodiments of the present disclosure described herein can, for example, be implemented in an order other than those illustrated or described herein. In addition, the terms "comprises" and "comprising" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0235] It should be understood that in the present disclosure, "at least one (item)" means one or more, and "plurality" means two or more. "And / or" is used to describe the association relationship of associated objects, indicating that three relationships may exist. For example, "A and / or B" can mean: only A exists, only B exists, and A and B exist at the same time, where A and B can be singular or plural. The character " / " generally indicates that the objects associated before and after are in an "or" relationship. "At least one of the following" or similar expressions refers to any combination of these items, including any combination of single or plural items. For example, at least one of a, b or c can mean: a, b, c, "a and b", "a and c", "b and c", or "a and b and c", where a, b, c can be single or multiple.

[0236] It should be understood that in the description of the embodiments of the present application, the meaning of multiple (or multiple items) is more than two, greater than, less than, exceed, etc. are understood to not include the number, and above, below, within, etc. are understood to include the number.

[0237] In the several embodiments provided in the present disclosure, it should be understood that the disclosed systems, devices and methods can be implemented in other ways. For example, the device embodiments described above are only schematic. For example, the division of units is only a logical function division. There may be other division methods in actual implementation. For example, multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be an indirect coupling or communication connection through some interfaces, devices or units, which can be electrical, mechanical or other forms.

[0238] The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place or distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

[0239] In addition, each functional unit in each embodiment of the present disclosure may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit. The above-mentioned integrated unit may be implemented in the form of hardware or in the form of software functional units.

[0240] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present disclosure is essentially or the part that contributes to the prior art or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including a number of instructions to enable a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the various embodiments of the present disclosure. The aforementioned storage medium may include: U disk, mobile hard disk, read-only memory (Read-Only Memory, referred to as ROM), random access memory (Random Access Memory, referred to as RAM), disk or optical disk and other media that can store program codes.

[0241] It should also be understood that the various implementations provided in the embodiments of the present application can be combined arbitrarily to achieve different technical effects.

[0242] The above is a specific description of the implementation methods of the present disclosure, but the present disclosure is not limited to the above implementation methods. Technical personnel familiar with the art can also make various equivalent modifications or substitutions without violating the spirit of the present disclosure. These equivalent modifications or substitutions are all included in the scope defined by the claims of the present disclosure.

Claims

1. A method for processing a master control task in a nuclear power plant, characterized in that: Applied to a main control task processing device of a nuclear power plant, the main control task processing device of the nuclear power plant is equipped with a voice interaction component, and the method includes: Obtaining a task issuing instruction through the voice interaction component; wherein the task issuing instruction is used to issue a nuclear power master control task; Extracting the main control task type and task description voice from the task issuing instruction; According to the task description speech, a matching query is performed in a pre-built nuclear power terminology information database to obtain standard term description information; Performing paradigm transformation on the task description speech based on the standard term description information to obtain task paradigm description information; According to the master control task type and the task paradigm description information, a nuclear power master control operation matching the nuclear power master control task is executed.

2. The method according to claim 1, characterized in that Before performing a matching query in a pre-built nuclear power terminology information base according to the task description speech to obtain the standardized terminology description information, the nuclear power terminology information base is also pre-built, specifically including: Acquire nuclear power standard terms corresponding to a plurality of nuclear power operation types, voice pattern information corresponding to each of the nuclear power standard terms, and term association information corresponding to each of the nuclear power standard terms; According to the nuclear power operation type, the voice mode information and the term association information, the nuclear power term information library containing each of the nuclear power standard terms is constructed.

3. The method according to claim 2, characterized in that The matching query is performed in a pre-built nuclear power terminology information database according to the task description speech to obtain standard terminology description information, including: Performing voice pattern comparison in the nuclear power terminology information base based on the task description voice to determine a plurality of nuclear power standard terms matching the task description voice; The standard term description information is determined based on a plurality of the nuclear power standard terms that match the task description speech.

4. The method according to claim 3, characterized in that The performing paradigm transformation on the task description speech based on the standard term description information to obtain the task paradigm description information includes: Screening the task description speech for non-standard terms to identify multiple non-standard description terms; Based on the standard term description information, each of the non-standard description terms is replaced with a plurality of the nuclear power standard terms that match the task description voice to obtain the task paradigm description information.

5. The method according to claim 1, characterized in that The extracting of the main control task type and the task description voice from the task issuing instruction includes: Extracting task type indication information from the task issuing instruction; Determining the master control task type according to the task type indication information; The task instruction is subjected to speech recognition based on a pre-trained speech recognition model to obtain the task description speech.

6. The method according to claim 5, characterized in that Before performing speech recognition on the task instruction based on the pre-trained speech recognition model to obtain the task description speech, the speech recognition model is also pre-trained, specifically including: Acquire a training sample set, wherein the training sample set includes a training speech sample and a training sample label; Inputting the training speech sample into the original speech recognition model for speech recognition to obtain training result data; Performing deviation assessment according to the training result data and the training sample labels to obtain training deviation data; The model parameters of the speech recognition model are updated according to the training deviation data, and the training speech sample is input into the original speech recognition model for speech recognition, until the speech recognition model meets the preset training qualification conditions, thereby obtaining the pre-trained speech recognition model.

7. The method according to claim 5, characterized in that The determining the master control task type according to the task type indication information includes: In response to the task type indication information including a screen call field, determining the data call task as the main control task type; In response to the task type indication information including a device icon search field, determining the icon highlighting display task as the main control task type; In response to the task type indication information including a device parameter query field, taking the device parameter query task as the main control task type; In response to the task type indication information including a protocol confirmation field, taking a protocol confirmation task as the main control task type; In response to the task type indication information including a log entry field, the log entry task is used as the main control task type.

8. The method according to claim 7, characterized in that The nuclear power plant master control task processing device is also equipped with a master control display screen and a plurality of picture acquisition units, and the nuclear power master control operation matching the nuclear power master control task is executed according to the master control task type and the task paradigm description information, including: In the case where the main control task type includes the screen call field, determining a target screen acquisition unit from the plurality of screen acquisition units according to the task paradigm description information; The target acquisition picture corresponding to the target picture acquisition unit is retrieved and displayed on the main control display screen to execute the nuclear power main control operation matching the equipment parameter query task.

9. The method according to claim 7, characterized in that: The nuclear power plant master control task processing device is also equipped with a master control display screen, and the nuclear power master control operation matching the nuclear power master control task is executed according to the master control task type and the task paradigm description information, including: In the case where the master control task type includes the device icon search field, determining the target device icon according to the task paradigm description information; The target device icon is displayed in a prominent prompt state on the main control display screen to execute the nuclear power main control operation matching the icon prominent display task.

10. The method according to claim 7, characterized in that The nuclear power plant master control task processing device is also equipped with an equipment monitoring module, which executes a nuclear power master control operation matching the nuclear power master control task according to the master control task type and the task paradigm description information, including: In the case where the master control task type includes the device parameter query field, querying the target device parameters from the device monitoring module according to the task paradigm description information; The target device parameters are broadcasted through the voice interaction component to execute the nuclear power master control operation matching the device parameter query task.

11. The method according to claim 7, characterized in that The nuclear power plant master control task processing device is also equipped with a procedure execution module, which executes a nuclear power master control operation matching the nuclear power master control task according to the master control task type and the task paradigm description information, including: In the case where the master control task type includes a procedure confirmation field, comparing the task paradigm description information with a preset procedure confirmation text to obtain a procedure confirmation result; In response to the procedure confirmation result satisfying the preset procedure confirmation judgment condition, a procedure confirmation signal is sent to the procedure execution module to execute the nuclear power master control operation matching the procedure confirmation task.

12. The method according to claim 7, characterized in that The nuclear power plant master control task processing device is also equipped with a log entry module, which executes a nuclear power master control operation matching the nuclear power master control task according to the master control task type and the task paradigm description information, including: In the case where the master control task type includes a log entry field, generating target log information according to the task paradigm description information; The target log information is entered through the log entry module to execute the nuclear power master control operation matching the log entry task.

13. A nuclear power plant master control task processing device, characterized in that: include: A voice interaction component, used to obtain a task issuing instruction; wherein the task issuing instruction is used to issue a nuclear power master control task; A task extraction module is used to extract the main control task type and task description voice from the task issuing instruction; A matching query module, used to perform a matching query in a pre-built nuclear power terminology information database according to the task description speech to obtain standardized terminology description information; A paradigm conversion module, used for performing paradigm conversion on the task description speech based on the standard term description information to obtain task paradigm description information; An operation execution module is used to execute a nuclear power master control operation matching the nuclear power master control task according to the master control task type and the task paradigm description information.

14. An electronic device, characterized in that: include: A memory and a processor, wherein the memory stores a computer program, and when the processor executes the computer program, the method for processing the main control tasks of a nuclear power plant as described in any one of claims 1 to 13 is implemented.

15. A computer-readable storage medium, characterized in that: The storage medium stores a program, and the program is executed by a processor to implement the method for processing a master control task of a nuclear power plant as described in any one of claims 1 to 13.

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